Add Application Code

.env

@@ -0,0 +1,18 @@
+# Groq API Key for LLM access
+GROQ_API_KEY="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"
+
+# Google Gemini API Key
+# GOOGLE_API_KEY="AIzaSyAtXTM4efMuuMmOwtx-BXJ9ENTw9-ptnZ8"
+GOOGLE_API_KEY="AIzaSyBff2coOs1FFBy6hXcs0BBvSd288e9qpWk"
+# GOOGLE_API_KEY="AIzaSyAvdaXA-4MlY-y_4mKU1_QMjQEqO0Z4fLE"
+
+# Tavily API Key for web search
+TAVILY_API_KEY="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"
+
+# Secret key for JWT token encoding
+JWT_SECRET_KEY="ghs@195L"
+JWT_ALGORITHM="HS256"
+ACCESS_TOKEN_EXPIRE_MINUTES=30
+
+# Logging Configuration
+LOG_LEVEL="INFO"

.gitattributes

@@ -33,3 +33,10 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+*.db-wal filter=lfs diff=lfs merge=lfs -text
+*.db-shm filter=lfs diff=lfs merge=lfs -text
+*.sqlite3 filter=lfs diff=lfs merge=lfs -text
+*.db filter=lfs diff=lfs merge=lfs -text
+*.png filter=lfs diff=lfs merge=lfs -text
+*.html filter=lfs diff=lfs merge=lfs -text
+*.pdf filter=lfs diff=lfs merge=lfs -text

Dockerfile

@@ -1,21 +1,65 @@
-FROM python:3.9-slim
+###############################################################################
+# ---------------------------  Stage 1: base image  -------------------------- #
+###############################################################################
+# Pin the exact digest for reproducibility and give this stage the alias `base`
+FROM python:3.10-slim
 
+# --- Set Working Directory ---
 WORKDIR /app
 
-RUN apt-get update && apt-get install -y \
-    build-essential \
-    curl \
-    software-properties-common \
-    git \
-    && rm -rf /var/lib/apt/lists/*
+###############################################################################
+# ---------------------------  Stage 2: pipfreeze  --------------------------- #
+###############################################################################
+# Capture the *exact* package versions present in the base layer for auditing.
+FROM base AS pipfreeze
+RUN pip freeze > /tmp/freeze.txt
 
+###############################################################################
+# ---------------------------  Stage 3: final image -------------------------- #
+###############################################################################
+FROM base
+
+# Copy the entire filesystem from the `base` stage and fix ownership to our non-root user.
+COPY --chown=1000:1000 --from=base / /
+
+# --- Install Project-Specific Requirements ---
+# Use BuildKit’s inline `--mount` to copy requirements.txt.
+# This is highly efficient as it avoids busting the cache if only source code changes.
+RUN --mount=target=/app/requirements.txt,source=requirements.txt \
+    pip install --no-cache-dir -r /app/requirements.txt
+
+# --- Copy Application Code ---
+# Copy all our application code into the container.
+# Using --link can speed up builds on filesystems that support it.
+COPY --link --chown=1000:1000 ./insucompass ./insucompass
+COPY --link --chown=1000:1000 ./scripts ./scripts
+
+# --- Create Writable Data Directory ---
+# This is crucial for ChromaDB and the LangGraph checkpointer.
+# We create it and give ownership to our non-root user.
+COPY --link --chown=1000:1000 ./data ./data
+RUN mkdir -p /data && chown -R 1000:1000 /data
+
+# --- Copy the package lockfile for debugging/auditing ---
+COPY --from=pipfreeze --link --chown=1000:1000 /tmp/freeze.txt /tmp/freeze.txt
 COPY requirements.txt ./
-COPY src/ ./src/
 
 RUN pip3 install -r requirements.txt
 
-EXPOSE 8501
+# --- Switch to the non-root user for runtime ---
+# This is a security best practice.
+USER 1000
+
+# --- Expose Port ---
+# Tell Docker that the container will listen on port 8000 at runtime.
+EXPOSE 8000
 
+# --- Health Check ---
+# A simple check to ensure the FastAPI root endpoint is responsive.
 HEALTHCHECK CMD curl --fail http://localhost:8501/_stcore/health
 
-ENTRYPOINT ["streamlit", "run", "src/streamlit_app.py", "--server.port=8501", "--server.address=0.0.0.0"]
+
+# --- Run Command ---
+# The command to execute when the container starts.
+# --host 0.0.0.0 is ESSENTIAL to make the server accessible from outside the container.
+CMD ["uvicorn", "insucompass.main:app", "--host", "0.0.0.0", "--port", "8000"]

LICENSE

@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2025 Shaik Nagur Shareef
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.

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